Mathematical Statistics and Learning

On statistical Calderón problems

Kweku Abraham, Richard Nickl · 2020 · 42 citations

Numerical Analysis, Spectral Theory, Dirichlet Form +13

A rigorous framework for the mean field limit of multilayer neural networks

Phan-Minh Nguyen, Huy Tuan Pham · 2023 · 41 citations · Full text

Partial recovery bounds for clustering with the relaxed $K$-means

Christophe Giraud, Nicolas Verzélen · 2019 · 37 citations · Full text

Mathematical Programming, Document Clustering, Partial Recovery Bounds +15

Randomly initialized EM algorithm for two-component Gaussian mixture achieves near optimality in $O(\sqrt{n})$ iterations

Yihong Wu, Harrison H. Zhou · 2022 · 29 citations · Full text

Numerical Analysis, Em Algorithm, Mixture Distribution +13

Optimal rates of estimation for multi-reference alignment

Afonso S. Bandeira · 2020 · 24 citations · Full text